Trajectory Piecewise Linear Model Order Reduction Technique for Nonlinear Micro Heat Transfer Modeling
Date Issued
2006
Date
2006
Author(s)
Shen, Kuo-Yeh
DOI
en-US
Abstract
ABSTRACT
In this paper, we present a nonlinear heat-transfer macromodeling technique using the trajectory piecewise linear model order reduction (TPWLMOR) method. A 3D nonlinear heat-transfer model, which is capable of accounting for the temperature-dependent material properties as well as radiation effect, is implemented using the finite difference method (FDM). The numerical models generated by the FDM are reduced into compact models using the TPWLMOR technique, which is based on the concept of piecewise-linear approximation and an Arnoldi-based model order reduction (MOR) algorithm. Nonlinear macromodeling case studies of different MEMS thermal devices are demonstrated using the TPWLMOR technique. The calculated steady and transient characteristics of the thermal devices are discussed. In terms of computational cost, the TPWLMOR models are at least 2 orders of magnitude faster than the original nonlinear full-meshed models with negligible compromise in accuracy. The simulated results by the TPWLMOR models are also verified with the experimentally measured results.
Keywords: model order reduction, piecewise linear, macromodel, system-level modeling, Arnoldi algorithm
Subjects
降階演算法
分段連續線性化
model order reduction
piecewise linear
macromodel
system-level modeling
Arnoldi algorithm
Type
thesis
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